ON STATISTICAL-ANALYSIS OF BOOLEAN MODELS WITH NONRANDOM GRAINS

Authors
Citation
Is. Molchanov, ON STATISTICAL-ANALYSIS OF BOOLEAN MODELS WITH NONRANDOM GRAINS, Scandinavian journal of statistics, 21(1), 1994, pp. 73-82
Citations number
17
Categorie Soggetti
Statistic & Probability","Statistic & Probability
ISSN journal
03036898
Volume
21
Issue
1
Year of publication
1994
Pages
73 - 82
Database
ISI
SICI code
0303-6898(1994)21:1<73:OSOBMW>2.0.ZU;2-6
Abstract
A Boolean model with a non-random convex typical grain M is considered . Set-valued inside and outside estimators for the central symmetrizat ion M = {x - y: x, y is-an-element-of M} of M are proposed and their c onsistency in the Hausdorff metric is demonstrated. The estimation met hod is based on the evaluation of the empirical capacity functional an d an application of the Gilvenko-Cantelli theorem for random closed se ts. Generalizations for other models are given (Boolean models with a non-convex typical grain, multiphased Boolean models, non-stationary B oolean models etc.).